Brain Drain - Ranking and Analysis with 2016 ACS PUMS

Original Article

Brain Drain Migration with 2016-12 ACS PUMS data!

This is a data update to my previous article Brain Drain - Ranking and Analysis with 2015 ACS data, which reports brain drain analysis based on the 2015 5-year ACS PUMS data. This article presents the same kind of information based on the 2016 5-year ACS PUMS data. For terms used in the analysis, please referring to the aforementioned ACS 2015 article.

As with previous article, the presentation is hosted at Tableau's public web portal here.

Tables presented in my previous article is updated below.

Net (in) Migration per 1000 22-64 years old population

State	Ed. Attainment	per 1000 Rsd	Upper	Lower
Washington	6. Grdts	2.4	2.8	1.9
Colorado	6. Grdts	1.5	2.2	0.8
Montana	6. Grdts	1.5	3.0	0.0
Delaware	6. Grdts	1.5	2.9	0.0
Oregon	6. Grdts	1.2	1.9	0.5
New Hampshire	6. Grdts	1.1	2.5	-0.2
South Carolina	6. Grdts	1.1	1.6	0.7
Texas	6. Grdts	1.0	1.1	0.8
Utah	6. Grdts	0.9	1.7	0.1
Nevada	6. Grdts	0.9	1.6	0.2
Arizona	6. Grdts	0.8	1.3	0.3
Vermont	6. Grdts	0.8	3.3	-1.8
North Carolina	6. Grdts	0.7	1.2	0.3
Idaho	6. Grdts	0.7	1.7	-0.3
Maine	6. Grdts	0.6	1.8	-0.5
California	6. Grdts	0.6	0.8	0.4
Florida	6. Grdts	0.6	0.8	0.3
New Mexico	6. Grdts	0.4	1.4	-0.5
Maryland	6. Grdts	0.4	1.0	-0.2
Minnesota	6. Grdts	0.4	0.9	-0.2
South Dakota	6. Grdts	0.3	1.5	-1.0
Wyoming	6. Grdts	0.1	1.8	-1.5
Alabama	6. Grdts	0.1	0.6	-0.3
Tennessee	6. Grdts	0.1	0.5	-0.3
Iowa	6. Grdts	0.1	0.7	-0.6
Virginia	6. Grdts	0.0	0.6	-0.5
Arkansas	6. Grdts	-0.1	0.5	-0.7
Georgia	6. Grdts	-0.2	0.2	-0.6
Louisiana	6. Grdts	-0.2	0.2	-0.6
North Dakota	6. Grdts	-0.3	1.6	-2.1
Wisconsin	6. Grdts	-0.4	0.1	-0.9
Hawaii	6. Grdts	-0.4	0.8	-1.6
Ohio	6. Grdts	-0.5	-0.1	-0.8
Connecticut	6. Grdts	-0.5	0.2	-1.1
Mississippi	6. Grdts	-0.5	0.0	-1.0
Massachusetts	6. Grdts	-0.6	0.0	-1.2
Kansas	6. Grdts	-0.6	0.2	-1.5
Nebraska	6. Grdts	-0.6	0.3	-1.5
Indiana	6. Grdts	-0.6	-0.3	-1.0
Michigan	6. Grdts	-0.7	-0.4	-1.0
West Virginia	6. Grdts	-0.8	-0.1	-1.4
Pennsylvania	6. Grdts	-0.9	-0.6	-1.2
Kentucky	6. Grdts	-0.9	-0.5	-1.3
Missouri	6. Grdts	-0.9	-0.5	-1.4
New Jersey	6. Grdts	-1.0	-0.7	-1.4
Oklahoma	6. Grdts	-1.1	-0.5	-1.6
Illinois	6. Grdts	-1.4	-1.0	-1.7
Rhode Island	6. Grdts	-1.4	0.1	-2.9
New York	6. Grdts	-1.6	-1.3	-1.9
Alaska	6. Grdts	-4.1	-1.8	-6.3
District of Columbia	6. Grdts	-5.0	-1.1	-8.9
Colorado	5. BchlrDgr	4.1	5.1	3.1
Washington	5. BchlrDgr	2.8	3.6	2.0
Oregon	5. BchlrDgr	2.4	3.4	1.3
Nevada	5. BchlrDgr	2.4	3.3	1.4
Arizona	5. BchlrDgr	2.0	2.8	1.2
Texas	5. BchlrDgr	1.5	1.8	1.3
North Carolina	5. BchlrDgr	1.3	1.9	0.7
Florida	5. BchlrDgr	1.2	1.6	0.9
Maine	5. BchlrDgr	1.2	2.9	-0.5
South Carolina	5. BchlrDgr	1.1	2.0	0.2
Tennessee	5. BchlrDgr	1.0	1.8	0.3
New Hampshire	5. BchlrDgr	0.9	2.7	-1.0
Idaho	5. BchlrDgr	0.7	2.3	-0.9
California	5. BchlrDgr	0.6	0.9	0.4
Louisiana	5. BchlrDgr	0.6	1.4	-0.1
Arkansas	5. BchlrDgr	0.5	1.3	-0.4
Virginia	5. BchlrDgr	0.4	1.0	-0.3
Georgia	5. BchlrDgr	0.1	0.7	-0.4
Kentucky	5. BchlrDgr	0.1	0.8	-0.5
District of Columbia	5. BchlrDgr	0.1	3.4	-3.2
Hawaii	5. BchlrDgr	-0.1	1.5	-1.7
Maryland	5. BchlrDgr	-0.2	0.8	-1.1
Delaware	5. BchlrDgr	-0.2	1.6	-2.0
Minnesota	5. BchlrDgr	-0.4	0.5	-1.3
Kansas	5. BchlrDgr	-0.6	0.7	-1.8
Massachusetts	5. BchlrDgr	-0.7	0.0	-1.4
Alabama	5. BchlrDgr	-0.8	-0.1	-1.6
Illinois	5. BchlrDgr	-0.9	-0.4	-1.3
Nebraska	5. BchlrDgr	-0.9	0.3	-2.2
Missouri	5. BchlrDgr	-0.9	-0.1	-1.7
Wyoming	5. BchlrDgr	-0.9	2.6	-4.5
Oklahoma	5. BchlrDgr	-1.2	-0.4	-1.9
Connecticut	5. BchlrDgr	-1.2	-0.2	-2.2
Montana	5. BchlrDgr	-1.2	0.8	-3.2
South Dakota	5. BchlrDgr	-1.2	0.9	-3.3
New York	5. BchlrDgr	-1.3	-0.9	-1.6
Michigan	5. BchlrDgr	-1.3	-0.8	-1.7
Ohio	5. BchlrDgr	-1.3	-0.8	-1.8
Indiana	5. BchlrDgr	-1.3	-0.8	-1.9
Mississippi	5. BchlrDgr	-1.4	-0.6	-2.3
Pennsylvania	5. BchlrDgr	-1.5	-1.1	-1.9
Wisconsin	5. BchlrDgr	-1.7	-0.9	-2.5
Utah	5. BchlrDgr	-1.8	-0.7	-2.8
West Virginia	5. BchlrDgr	-1.8	-1.0	-2.7
New Mexico	5. BchlrDgr	-2.1	-1.0	-3.1
New Jersey	5. BchlrDgr	-2.6	-2.1	-3.1
Iowa	5. BchlrDgr	-2.6	-1.7	-3.6
North Dakota	5. BchlrDgr	-3.4	-0.7	-6.1
Rhode Island	5. BchlrDgr	-4.2	-2.4	-6.0
Vermont	5. BchlrDgr	-6.0	-3.0	-8.9
Alaska	5. BchlrDgr	-8.8	-5.3	-12.2
Delaware	4. AssctDgr	2.6	3.5	1.6
North Dakota	4. AssctDgr	2.0	4.0	0.0
Montana	4. AssctDgr	1.5	3.0	0.0
Florida	4. AssctDgr	0.8	1.0	0.6
Idaho	4. AssctDgr	0.8	1.7	-0.1
Colorado	4. AssctDgr	0.7	1.2	0.2
Arizona	4. AssctDgr	0.7	1.1	0.3
South Carolina	4. AssctDgr	0.7	1.2	0.2
Utah	4. AssctDgr	0.7	1.3	0.0
Nevada	4. AssctDgr	0.7	1.3	0.0
Oregon	4. AssctDgr	0.6	1.1	0.1
North Carolina	4. AssctDgr	0.5	0.8	0.2
Maine	4. AssctDgr	0.5	1.3	-0.4
Hawaii	4. AssctDgr	0.5	1.6	-0.7
Kentucky	4. AssctDgr	0.4	0.8	-0.1
Texas	4. AssctDgr	0.4	0.5	0.2
Nebraska	4. AssctDgr	0.4	1.2	-0.5
Tennessee	4. AssctDgr	0.3	0.7	-0.1
Missouri	4. AssctDgr	0.3	0.7	-0.1
Wisconsin	4. AssctDgr	0.3	0.6	-0.1
Washington	4. AssctDgr	0.3	0.7	-0.1
Alabama	4. AssctDgr	0.3	0.7	-0.2
South Dakota	4. AssctDgr	0.2	1.8	-1.4
Iowa	4. AssctDgr	0.1	0.8	-0.6
Virginia	4. AssctDgr	0.1	0.3	-0.2
West Virginia	4. AssctDgr	0.1	0.8	-0.7
Ohio	4. AssctDgr	0.0	0.2	-0.2
Maryland	4. AssctDgr	0.0	0.4	-0.3
Massachusetts	4. AssctDgr	0.0	0.3	-0.3
Mississippi	4. AssctDgr	0.0	0.5	-0.5
Oklahoma	4. AssctDgr	0.0	0.4	-0.4
New Hampshire	4. AssctDgr	-0.1	0.8	-1.0
Indiana	4. AssctDgr	-0.1	0.2	-0.4
Georgia	4. AssctDgr	-0.1	0.2	-0.4
Louisiana	4. AssctDgr	-0.2	0.2	-0.5
New Jersey	4. AssctDgr	-0.2	0.0	-0.4
Wyoming	4. AssctDgr	-0.2	2.6	-2.9
Michigan	4. AssctDgr	-0.2	0.0	-0.4
California	4. AssctDgr	-0.3	-0.2	-0.4
New Mexico	4. AssctDgr	-0.4	0.2	-1.0
Kansas	4. AssctDgr	-0.4	0.2	-1.0
Connecticut	4. AssctDgr	-0.4	0.0	-0.8
Arkansas	4. AssctDgr	-0.5	-0.1	-0.8
Minnesota	4. AssctDgr	-0.5	0.0	-1.0
Pennsylvania	4. AssctDgr	-0.5	-0.2	-0.8
Illinois	4. AssctDgr	-0.7	-0.5	-1.0
Rhode Island	4. AssctDgr	-0.8	0.1	-1.8
New York	4. AssctDgr	-0.9	-0.8	-1.1
Vermont	4. AssctDgr	-2.0	-0.8	-3.2
District of Columbia	4. AssctDgr	-2.1	-0.9	-3.3
Alaska	4. AssctDgr	-3.5	-1.4	-5.6
North Dakota	3. SomeCllg	5.2	8.0	2.4
Oregon	3. SomeCllg	3.3	4.2	2.5
Nevada	3. SomeCllg	3.3	4.5	2.1
Wyoming	3. SomeCllg	2.4	5.8	-1.0
Colorado	3. SomeCllg	2.3	3.3	1.4
Arizona	3. SomeCllg	2.0	2.8	1.3
Idaho	3. SomeCllg	1.9	3.6	0.2
South Dakota	3. SomeCllg	1.7	3.6	-0.2
Delaware	3. SomeCllg	1.5	3.4	-0.3
Utah	3. SomeCllg	1.3	2.6	0.1
South Carolina	3. SomeCllg	1.3	2.2	0.4
Montana	3. SomeCllg	1.2	3.2	-0.8
Florida	3. SomeCllg	1.2	1.5	0.8
Arkansas	3. SomeCllg	1.2	2.2	0.1
Texas	3. SomeCllg	1.0	1.4	0.7
Alabama	3. SomeCllg	0.8	1.5	0.1
Georgia	3. SomeCllg	0.8	1.4	0.2
Maine	3. SomeCllg	0.8	2.1	-0.6
Vermont	3. SomeCllg	0.7	2.7	-1.2
North Carolina	3. SomeCllg	0.7	1.2	0.1
Tennessee	3. SomeCllg	0.7	1.4	-0.1
Hawaii	3. SomeCllg	0.6	2.6	-1.4
Missouri	3. SomeCllg	0.6	1.2	0.0
New Hampshire	3. SomeCllg	0.6	1.9	-0.7
Kentucky	3. SomeCllg	0.5	1.4	-0.3
Washington	3. SomeCllg	0.3	1.0	-0.4
Nebraska	3. SomeCllg	0.3	1.6	-1.1
Wisconsin	3. SomeCllg	0.3	0.9	-0.3
Virginia	3. SomeCllg	0.1	0.7	-0.5
Oklahoma	3. SomeCllg	0.0	0.9	-0.8
Iowa	3. SomeCllg	0.0	0.9	-0.9
Ohio	3. SomeCllg	0.0	0.4	-0.4
Indiana	3. SomeCllg	0.0	0.6	-0.7
Kansas	3. SomeCllg	-0.1	0.9	-1.2
Rhode Island	3. SomeCllg	-0.2	1.1	-1.4
West Virginia	3. SomeCllg	-0.2	0.9	-1.3
Louisiana	3. SomeCllg	-0.3	0.6	-1.1
Massachusetts	3. SomeCllg	-0.4	0.1	-0.9
Mississippi	3. SomeCllg	-0.4	0.6	-1.5
Maryland	3. SomeCllg	-0.5	0.1	-1.1
Pennsylvania	3. SomeCllg	-0.5	-0.1	-0.8
Michigan	3. SomeCllg	-0.6	-0.2	-1.0
Minnesota	3. SomeCllg	-0.6	0.0	-1.2
Connecticut	3. SomeCllg	-0.7	-0.1	-1.4
New Mexico	3. SomeCllg	-0.8	0.5	-2.1
District of Columbia	3. SomeCllg	-1.3	1.0	-3.5
California	3. SomeCllg	-1.3	-1.1	-1.5
New Jersey	3. SomeCllg	-1.4	-1.1	-1.8
Illinois	3. SomeCllg	-1.5	-1.1	-1.8
New York	3. SomeCllg	-1.9	-1.7	-2.1
Alaska	3. SomeCllg	-14.1	-10.0	-18.1
Nevada	2. HsDgrEqv	3.2	4.4	2.0
Idaho	2. HsDgrEqv	2.8	4.3	1.3
Delaware	2. HsDgrEqv	2.2	4.0	0.3
Florida	2. HsDgrEqv	2.1	2.5	1.7
Oregon	2. HsDgrEqv	1.7	2.3	1.0
New Hampshire	2. HsDgrEqv	1.5	2.8	0.1
South Carolina	2. HsDgrEqv	1.4	2.3	0.6
Arizona	2. HsDgrEqv	1.4	2.1	0.8
Arkansas	2. HsDgrEqv	1.4	2.5	0.3
Colorado	2. HsDgrEqv	1.1	1.7	0.4
Washington	2. HsDgrEqv	1.0	1.6	0.4
Georgia	2. HsDgrEqv	0.9	1.3	0.5
New Mexico	2. HsDgrEqv	0.9	2.0	-0.2
Utah	2. HsDgrEqv	0.7	1.6	-0.1
Texas	2. HsDgrEqv	0.7	1.0	0.4
North Dakota	2. HsDgrEqv	0.7	4.0	-2.7
Tennessee	2. HsDgrEqv	0.6	1.3	0.0
Indiana	2. HsDgrEqv	0.5	1.0	0.0
North Carolina	2. HsDgrEqv	0.5	1.0	-0.1
Nebraska	2. HsDgrEqv	0.4	1.5	-0.7
Louisiana	2. HsDgrEqv	0.3	1.0	-0.4
Kentucky	2. HsDgrEqv	0.3	1.1	-0.5
Iowa	2. HsDgrEqv	0.3	1.3	-0.7
Missouri	2. HsDgrEqv	0.3	0.9	-0.3
Oklahoma	2. HsDgrEqv	0.3	1.3	-0.8
Wisconsin	2. HsDgrEqv	0.2	0.7	-0.2
Virginia	2. HsDgrEqv	0.2	0.7	-0.3
Ohio	2. HsDgrEqv	0.2	0.5	-0.2
Montana	2. HsDgrEqv	0.1	2.1	-1.9
West Virginia	2. HsDgrEqv	-0.1	1.6	-1.7
Maryland	2. HsDgrEqv	-0.1	0.5	-0.6
Michigan	2. HsDgrEqv	-0.1	0.2	-0.5
Alabama	2. HsDgrEqv	-0.3	0.4	-1.0
Pennsylvania	2. HsDgrEqv	-0.3	0.1	-0.7
Kansas	2. HsDgrEqv	-0.3	0.8	-1.4
Minnesota	2. HsDgrEqv	-0.4	0.1	-0.9
Maine	2. HsDgrEqv	-0.4	0.9	-1.7
Mississippi	2. HsDgrEqv	-0.5	0.5	-1.6
Rhode Island	2. HsDgrEqv	-0.7	0.6	-2.0
Wyoming	2. HsDgrEqv	-0.8	2.5	-4.0
New Jersey	2. HsDgrEqv	-1.0	-0.6	-1.4
California	2. HsDgrEqv	-1.0	-0.8	-1.2
South Dakota	2. HsDgrEqv	-1.1	0.7	-3.0
Massachusetts	2. HsDgrEqv	-1.2	-0.7	-1.6
Connecticut	2. HsDgrEqv	-1.2	-0.6	-1.8
Illinois	2. HsDgrEqv	-1.3	-0.9	-1.6
Vermont	2. HsDgrEqv	-1.4	0.0	-2.9
New York	2. HsDgrEqv	-1.9	-1.6	-2.1
Hawaii	2. HsDgrEqv	-2.0	-0.2	-3.7
District of Columbia	2. HsDgrEqv	-7.4	-5.5	-9.4
Alaska	2. HsDgrEqv	-20.4	-17.0	-23.9
Delaware	1. LssHsDgr	1.2	2.3	0.2
Oklahoma	1. LssHsDgr	1.0	1.6	0.4
Wyoming	1. LssHsDgr	0.9	3.1	-1.2
Nevada	1. LssHsDgr	0.9	1.7	0.1
Kansas	1. LssHsDgr	0.7	1.3	0.0
South Dakota	1. LssHsDgr	0.6	1.9	-0.7
Minnesota	1. LssHsDgr	0.5	0.9	0.2
Georgia	1. LssHsDgr	0.5	0.8	0.2
Louisiana	1. LssHsDgr	0.5	0.9	0.1
North Dakota	1. LssHsDgr	0.5	1.5	-0.5
Wisconsin	1. LssHsDgr	0.5	0.8	0.2
Mississippi	1. LssHsDgr	0.5	1.1	-0.2
Texas	1. LssHsDgr	0.4	0.6	0.3
Tennessee	1. LssHsDgr	0.4	0.8	0.0
Oregon	1. LssHsDgr	0.4	0.9	-0.1
Colorado	1. LssHsDgr	0.4	0.8	0.0
Washington	1. LssHsDgr	0.4	0.8	0.1
Michigan	1. LssHsDgr	0.3	0.6	0.1
New Mexico	1. LssHsDgr	0.3	1.1	-0.4
West Virginia	1. LssHsDgr	0.3	1.1	-0.5
Ohio	1. LssHsDgr	0.3	0.5	0.0
Kentucky	1. LssHsDgr	0.3	0.7	-0.2
Indiana	1. LssHsDgr	0.3	0.6	-0.1
Pennsylvania	1. LssHsDgr	0.3	0.5	0.0
Rhode Island	1. LssHsDgr	0.2	1.2	-0.7
Arkansas	1. LssHsDgr	0.2	0.9	-0.5
Missouri	1. LssHsDgr	0.2	0.6	-0.2
Utah	1. LssHsDgr	0.1	0.7	-0.5
Iowa	1. LssHsDgr	0.1	0.7	-0.5
Maryland	1. LssHsDgr	0.0	0.4	-0.3
Florida	1. LssHsDgr	0.0	0.2	-0.2
North Carolina	1. LssHsDgr	0.0	0.3	-0.3
Virginia	1. LssHsDgr	0.0	0.3	-0.3
Connecticut	1. LssHsDgr	0.0	0.4	-0.4
South Carolina	1. LssHsDgr	-0.1	0.3	-0.5
Montana	1. LssHsDgr	-0.1	1.0	-1.2
Arizona	1. LssHsDgr	-0.1	0.3	-0.6
New Jersey	1. LssHsDgr	-0.2	0.1	-0.4
Nebraska	1. LssHsDgr	-0.2	0.6	-1.0
New Hampshire	1. LssHsDgr	-0.2	0.6	-1.1
California	1. LssHsDgr	-0.4	-0.3	-0.5
Massachusetts	1. LssHsDgr	-0.4	-0.1	-0.8
Alabama	1. LssHsDgr	-0.5	0.0	-1.0
Hawaii	1. LssHsDgr	-0.6	-0.1	-1.2
Vermont	1. LssHsDgr	-0.6	0.6	-1.9
Illinois	1. LssHsDgr	-0.7	-0.5	-0.9
Maine	1. LssHsDgr	-0.7	0.0	-1.4
Idaho	1. LssHsDgr	-0.8	0.2	-1.8
New York	1. LssHsDgr	-0.9	-0.7	-1.0
District of Columbia	1. LssHsDgr	-2.5	-1.2	-3.8
Alaska	1. LssHsDgr	-8.0	-6.0	-10.0

Net (in) Migration per 1000 Ed-Attainment Rsd.( 22-64 years old)

State	Ed. Attainment	per 1000 Ed.Rsd	Upper	Lower
Washington	6. Grdts	21.1	25.1	17.0
Montana	6. Grdts	17.3	35.1	-0.5
South Carolina	6. Grdts	13.2	18.7	7.7
Nevada	6. Grdts	13.0	22.5	3.5
Delaware	6. Grdts	12.5	25.0	0.0
Colorado	6. Grdts	11.5	17.0	5.9
Oregon	6. Grdts	11.1	17.8	4.3
Texas	6. Grdts	10.9	12.9	9.0
Utah	6. Grdts	9.8	18.7	0.9
Idaho	6. Grdts	9.4	22.8	-3.9
New Hampshire	6. Grdts	9.1	19.9	-1.7
Arizona	6. Grdts	8.5	14.0	3.0
North Carolina	6. Grdts	7.7	12.0	3.3
Maine	6. Grdts	6.9	18.9	-5.0
Florida	6. Grdts	6.3	9.2	3.5
Vermont	6. Grdts	5.9	25.6	-13.7
California	6. Grdts	5.6	7.2	3.9
New Mexico	6. Grdts	4.5	13.5	-4.6
South Dakota	6. Grdts	3.4	20.4	-13.5
Minnesota	6. Grdts	3.3	8.3	-1.6
Maryland	6. Grdts	2.4	6.0	-1.3
Wyoming	6. Grdts	1.8	22.0	-18.4
Alabama	6. Grdts	1.6	7.1	-3.9
Tennessee	6. Grdts	0.9	5.8	-4.0
Iowa	6. Grdts	0.7	8.3	-7.0
Virginia	6. Grdts	0.3	4.0	-3.5
Arkansas	6. Grdts	-1.2	6.8	-9.2
Georgia	6. Grdts	-2.1	1.8	-6.0
Connecticut	6. Grdts	-3.0	0.9	-6.9
Louisiana	6. Grdts	-3.1	2.7	-9.0
Massachusetts	6. Grdts	-3.4	-0.1	-6.6
North Dakota	6. Grdts	-3.6	21.8	-29.1
Hawaii	6. Grdts	-4.4	8.2	-17.0
Wisconsin	6. Grdts	-4.5	1.1	-10.1
Ohio	6. Grdts	-4.8	-1.0	-8.6
Kansas	6. Grdts	-5.7	2.3	-13.6
Nebraska	6. Grdts	-6.4	2.7	-15.5
Michigan	6. Grdts	-7.0	-3.7	-10.3
Mississippi	6. Grdts	-7.3	-0.4	-14.1
New Jersey	6. Grdts	-7.5	-4.7	-10.3
Indiana	6. Grdts	-7.9	-3.2	-12.5
Pennsylvania	6. Grdts	-7.9	-5.3	-10.5
Missouri	6. Grdts	-9.2	-4.7	-13.8
West Virginia	6. Grdts	-10.0	-1.9	-18.0
Kentucky	6. Grdts	-10.1	-5.7	-14.5
Illinois	6. Grdts	-11.1	-8.3	-13.9
New York	6. Grdts	-11.3	-9.3	-13.3
Rhode Island	6. Grdts	-11.6	0.7	-24.0
Oklahoma	6. Grdts	-14.2	-7.3	-21.1
District of Columbia	6. Grdts	-16.4	-3.7	-29.1
Alaska	6. Grdts	-43.1	-19.4	-66.8
Colorado	5. BchlrDgr	16.2	20.0	12.4
Nevada	5. BchlrDgr	15.5	21.8	9.2
Washington	5. BchlrDgr	12.7	16.3	9.0
Oregon	5. BchlrDgr	11.7	17.0	6.4
Arizona	5. BchlrDgr	11.1	15.5	6.8
Texas	5. BchlrDgr	8.1	9.5	6.7
Florida	5. BchlrDgr	6.6	8.4	4.9
North Carolina	5. BchlrDgr	6.6	9.5	3.6
Maine	5. BchlrDgr	6.0	14.4	-2.4
South Carolina	5. BchlrDgr	6.0	11.0	1.0
Tennessee	5. BchlrDgr	5.9	9.9	1.8
Louisiana	5. BchlrDgr	3.9	8.6	-0.8
Idaho	5. BchlrDgr	3.9	12.9	-5.2
New Hampshire	5. BchlrDgr	3.6	11.2	-4.0
Arkansas	5. BchlrDgr	3.2	8.9	-2.5
California	5. BchlrDgr	3.0	4.1	2.0
Virginia	5. BchlrDgr	1.6	4.5	-1.4
Kentucky	5. BchlrDgr	0.8	5.3	-3.7
Georgia	5. BchlrDgr	0.7	3.6	-2.1
District of Columbia	5. BchlrDgr	0.4	12.2	-11.5
Hawaii	5. BchlrDgr	-0.3	7.0	-7.7
Maryland	5. BchlrDgr	-0.8	3.4	-5.1
Delaware	5. BchlrDgr	-1.0	8.2	-10.1
Minnesota	5. BchlrDgr	-1.6	1.9	-5.1
Kansas	5. BchlrDgr	-2.7	3.1	-8.4
Massachusetts	5. BchlrDgr	-2.8	-0.2	-5.4
Illinois	5. BchlrDgr	-3.9	-1.7	-6.0
Nebraska	5. BchlrDgr	-4.1	1.5	-9.6
Missouri	5. BchlrDgr	-4.9	-0.7	-9.1
Connecticut	5. BchlrDgr	-5.0	-0.7	-9.3
Alabama	5. BchlrDgr	-5.3	-0.4	-10.2
Wyoming	5. BchlrDgr	-5.3	15.0	-25.6
New York	5. BchlrDgr	-5.7	-4.1	-7.3
South Dakota	5. BchlrDgr	-5.7	4.4	-15.9
Montana	5. BchlrDgr	-5.8	4.1	-15.8
Oklahoma	5. BchlrDgr	-6.7	-2.2	-11.1
Michigan	5. BchlrDgr	-7.0	-4.5	-9.4
Ohio	5. BchlrDgr	-7.3	-4.6	-10.0
Pennsylvania	5. BchlrDgr	-7.4	-5.3	-9.5
Indiana	5. BchlrDgr	-7.6	-4.5	-10.6
Wisconsin	5. BchlrDgr	-8.1	-4.5	-11.8
Utah	5. BchlrDgr	-8.5	-3.3	-13.8
New Jersey	5. BchlrDgr	-10.2	-8.1	-12.3
Mississippi	5. BchlrDgr	-10.5	-4.2	-16.9
Iowa	5. BchlrDgr	-12.8	-8.1	-17.5
New Mexico	5. BchlrDgr	-14.0	-7.0	-20.9
West Virginia	5. BchlrDgr	-14.1	-7.2	-20.9
North Dakota	5. BchlrDgr	-14.9	-3.2	-26.6
Rhode Island	5. BchlrDgr	-19.6	-11.2	-27.9
Vermont	5. BchlrDgr	-25.6	-13.0	-38.3
Alaska	5. BchlrDgr	-48.5	-29.3	-67.6
Delaware	4. AssctDgr	32.1	43.9	20.2
Montana	4. AssctDgr	15.5	30.9	0.1
North Dakota	4. AssctDgr	13.2	26.4	0.0
Nevada	4. AssctDgr	8.2	16.1	0.2
Colorado	4. AssctDgr	8.0	13.9	2.2
Idaho	4. AssctDgr	7.9	16.7	-0.9
Arizona	4. AssctDgr	7.8	11.9	3.7
Florida	4. AssctDgr	7.3	9.0	5.6
South Carolina	4. AssctDgr	7.3	12.2	2.4
Utah	4. AssctDgr	6.3	12.5	0.2
Oregon	4. AssctDgr	6.1	11.6	0.6
North Carolina	4. AssctDgr	5.2	8.4	1.9
Texas	4. AssctDgr	5.0	6.9	3.1
Kentucky	4. AssctDgr	4.4	9.5	-0.7
Maine	4. AssctDgr	4.3	12.0	-3.3
Tennessee	4. AssctDgr	4.1	9.7	-1.5
Hawaii	4. AssctDgr	4.0	14.0	-5.9
Missouri	4. AssctDgr	3.3	7.8	-1.1
Nebraska	4. AssctDgr	3.2	11.0	-4.7
Alabama	4. AssctDgr	2.9	7.9	-2.1
Washington	4. AssctDgr	2.6	6.4	-1.3
Wisconsin	4. AssctDgr	2.4	5.6	-0.9
South Dakota	4. AssctDgr	1.6	13.9	-10.7
Virginia	4. AssctDgr	0.9	4.4	-2.7
West Virginia	4. AssctDgr	0.8	10.5	-8.8
Iowa	4. AssctDgr	0.8	5.7	-4.2
Ohio	4. AssctDgr	0.4	2.5	-1.6
Maryland	4. AssctDgr	0.3	5.5	-5.0
Massachusetts	4. AssctDgr	0.0	3.3	-3.4
Mississippi	4. AssctDgr	-0.2	4.9	-5.2
Oklahoma	4. AssctDgr	-0.4	4.7	-5.5
New Hampshire	4. AssctDgr	-0.9	8.1	-9.9
Indiana	4. AssctDgr	-1.3	2.0	-4.5
Wyoming	4. AssctDgr	-1.6	21.5	-24.7
Georgia	4. AssctDgr	-1.8	2.1	-5.7
Michigan	4. AssctDgr	-2.0	0.1	-4.1
New Jersey	4. AssctDgr	-2.7	0.7	-6.0
Louisiana	4. AssctDgr	-2.7	3.2	-8.6
Minnesota	4. AssctDgr	-3.7	0.3	-7.7
California	4. AssctDgr	-4.2	-3.0	-5.5
New Mexico	4. AssctDgr	-4.3	2.2	-10.9
Kansas	4. AssctDgr	-4.6	1.7	-10.9
Connecticut	4. AssctDgr	-5.4	-0.6	-10.2
Pennsylvania	4. AssctDgr	-5.5	-2.7	-8.4
Arkansas	4. AssctDgr	-6.3	-1.0	-11.6
Illinois	4. AssctDgr	-8.5	-5.7	-11.3
Rhode Island	4. AssctDgr	-9.1	1.3	-19.6
New York	4. AssctDgr	-9.8	-8.3	-11.3
Vermont	4. AssctDgr	-23.5	-9.0	-38.0
Alaska	4. AssctDgr	-43.1	-17.6	-68.6
District of Columbia	4. AssctDgr	-68.2	-29.2	-107.2
North Dakota	3. SomeCllg	20.8	32.0	9.6
Oregon	3. SomeCllg	12.4	15.5	9.3
Nevada	3. SomeCllg	12.1	16.6	7.7
Colorado	3. SomeCllg	10.1	14.1	6.1
Wyoming	3. SomeCllg	8.7	20.9	-3.5
Arizona	3. SomeCllg	7.7	10.6	4.8
Delaware	3. SomeCllg	7.4	16.3	-1.5
South Dakota	3. SomeCllg	7.2	15.5	-1.0
Idaho	3. SomeCllg	6.8	12.8	0.8
South Carolina	3. SomeCllg	5.6	9.7	1.5
Florida	3. SomeCllg	5.4	6.9	3.9
Arkansas	3. SomeCllg	4.8	9.0	0.6
Utah	3. SomeCllg	4.6	8.9	0.3
Montana	3. SomeCllg	4.6	12.2	-3.1
Texas	3. SomeCllg	4.4	5.7	3.1
Vermont	3. SomeCllg	3.7	13.6	-6.2
Maine	3. SomeCllg	3.5	9.5	-2.6
Georgia	3. SomeCllg	3.4	6.0	0.9
Alabama	3. SomeCllg	3.4	6.2	0.6
Tennessee	3. SomeCllg	3.0	6.2	-0.3
New Hampshire	3. SomeCllg	2.9	9.3	-3.5
North Carolina	3. SomeCllg	2.9	5.3	0.4
Hawaii	3. SomeCllg	2.5	10.9	-5.8
Missouri	3. SomeCllg	2.4	4.9	0.0
Kentucky	3. SomeCllg	2.4	6.0	-1.3
Washington	3. SomeCllg	1.2	3.9	-1.4
Wisconsin	3. SomeCllg	1.2	3.7	-1.4
Nebraska	3. SomeCllg	1.2	6.8	-4.4
Virginia	3. SomeCllg	0.5	3.2	-2.1
Oklahoma	3. SomeCllg	0.2	3.5	-3.1
Iowa	3. SomeCllg	0.1	3.9	-3.7
Ohio	3. SomeCllg	0.0	1.8	-1.8
Indiana	3. SomeCllg	-0.1	2.8	-3.0
Kansas	3. SomeCllg	-0.5	3.6	-4.6
Rhode Island	3. SomeCllg	-0.8	5.0	-6.7
West Virginia	3. SomeCllg	-0.9	4.3	-6.2
Louisiana	3. SomeCllg	-1.1	2.6	-4.9
Mississippi	3. SomeCllg	-1.7	2.6	-6.1
Michigan	3. SomeCllg	-2.2	-0.7	-3.7
Maryland	3. SomeCllg	-2.3	0.5	-5.1
Massachusetts	3. SomeCllg	-2.3	0.3	-4.9
Minnesota	3. SomeCllg	-2.7	0.1	-5.4
Pennsylvania	3. SomeCllg	-2.7	-0.8	-4.6
New Mexico	3. SomeCllg	-3.1	2.1	-8.3
Connecticut	3. SomeCllg	-3.9	-0.3	-7.5
California	3. SomeCllg	-5.6	-5.0	-6.3
Illinois	3. SomeCllg	-6.6	-4.9	-8.2
New Jersey	3. SomeCllg	-7.9	-5.8	-9.9
District of Columbia	3. SomeCllg	-9.4	7.1	-26.0
New York	3. SomeCllg	-10.8	-9.5	-12.1
Alaska	3. SomeCllg	-47.4	-33.8	-61.1
Nevada	2. HsDgrEqv	11.2	15.4	7.1
Idaho	2. HsDgrEqv	10.1	15.6	4.6
Florida	2. HsDgrEqv	7.5	8.9	6.1
Delaware	2. HsDgrEqv	7.3	13.6	1.0
Oregon	2. HsDgrEqv	7.2	10.2	4.2
Arizona	2. HsDgrEqv	5.9	8.6	3.2
New Hampshire	2. HsDgrEqv	5.5	10.4	0.5
Colorado	2. HsDgrEqv	5.1	8.2	2.0
South Carolina	2. HsDgrEqv	5.0	7.9	2.0
Washington	2. HsDgrEqv	4.5	7.1	1.9
Arkansas	2. HsDgrEqv	4.1	7.4	0.8
New Mexico	2. HsDgrEqv	3.4	7.5	-0.8
Georgia	2. HsDgrEqv	3.3	4.9	1.8
Utah	2. HsDgrEqv	3.3	7.2	-0.6
Texas	2. HsDgrEqv	2.8	3.9	1.7
North Dakota	2. HsDgrEqv	2.8	16.6	-11.0
Tennessee	2. HsDgrEqv	2.0	3.9	0.1
North Carolina	2. HsDgrEqv	1.9	4.1	-0.2
Nebraska	2. HsDgrEqv	1.9	6.5	-2.8
Indiana	2. HsDgrEqv	1.6	3.2	0.0
Iowa	2. HsDgrEqv	1.1	4.6	-2.4
Kentucky	2. HsDgrEqv	1.0	3.4	-1.4
Louisiana	2. HsDgrEqv	1.0	3.0	-1.1
Missouri	2. HsDgrEqv	0.9	3.1	-1.2
Virginia	2. HsDgrEqv	0.9	3.0	-1.3
Wisconsin	2. HsDgrEqv	0.8	2.5	-0.8
Oklahoma	2. HsDgrEqv	0.8	4.2	-2.6
Ohio	2. HsDgrEqv	0.5	1.7	-0.7
Montana	2. HsDgrEqv	0.3	7.1	-6.6
West Virginia	2. HsDgrEqv	-0.1	4.0	-4.3
Maryland	2. HsDgrEqv	-0.3	2.0	-2.6
Michigan	2. HsDgrEqv	-0.5	0.9	-1.9
Pennsylvania	2. HsDgrEqv	-0.9	0.3	-2.0
Alabama	2. HsDgrEqv	-0.9	1.4	-3.3
Kansas	2. HsDgrEqv	-1.3	3.2	-5.7
Maine	2. HsDgrEqv	-1.3	2.7	-5.4
Mississippi	2. HsDgrEqv	-1.7	1.8	-5.2
Minnesota	2. HsDgrEqv	-1.7	0.5	-3.9
Rhode Island	2. HsDgrEqv	-2.8	2.4	-7.9
Wyoming	2. HsDgrEqv	-2.8	8.7	-14.3
New Jersey	2. HsDgrEqv	-3.7	-2.1	-5.3
South Dakota	2. HsDgrEqv	-4.0	2.4	-10.3
Connecticut	2. HsDgrEqv	-4.7	-2.3	-7.2
Vermont	2. HsDgrEqv	-4.9	0.0	-9.9
California	2. HsDgrEqv	-5.0	-4.0	-5.9
Massachusetts	2. HsDgrEqv	-5.2	-3.2	-7.1
Illinois	2. HsDgrEqv	-5.2	-3.7	-6.7
Hawaii	2. HsDgrEqv	-7.2	-0.8	-13.6
New York	2. HsDgrEqv	-7.7	-6.7	-8.7
District of Columbia	2. HsDgrEqv	-44.9	-33.0	-56.8
Alaska	2. HsDgrEqv	-73.4	-61.0	-85.8
Wyoming	1. LssHsDgr	14.6	47.5	-18.3
Delaware	1. LssHsDgr	12.4	22.4	2.3
North Dakota	1. LssHsDgr	9.7	28.8	-9.4
South Dakota	1. LssHsDgr	9.0	27.4	-9.3
Minnesota	1. LssHsDgr	8.8	14.4	3.1
Oklahoma	1. LssHsDgr	8.4	13.3	3.4
Kansas	1. LssHsDgr	7.2	14.6	-0.2
Wisconsin	1. LssHsDgr	6.4	10.4	2.4
Nevada	1. LssHsDgr	6.3	11.8	0.9
Colorado	1. LssHsDgr	4.7	9.6	-0.2
Washington	1. LssHsDgr	4.5	8.4	0.6
Georgia	1. LssHsDgr	4.3	6.7	1.9
Oregon	1. LssHsDgr	4.2	9.2	-0.7
Michigan	1. LssHsDgr	4.0	6.6	1.4
Tennessee	1. LssHsDgr	3.8	7.3	0.3
Louisiana	1. LssHsDgr	3.6	6.5	0.7
Ohio	1. LssHsDgr	3.3	6.0	0.5
Mississippi	1. LssHsDgr	3.2	7.9	-1.5
Pennsylvania	1. LssHsDgr	3.2	6.2	0.2
Texas	1. LssHsDgr	2.7	3.6	1.8
West Virginia	1. LssHsDgr	2.6	9.5	-4.2
Indiana	1. LssHsDgr	2.6	5.7	-0.6
Rhode Island	1. LssHsDgr	2.4	11.2	-6.5
New Mexico	1. LssHsDgr	2.4	7.5	-2.8
Kentucky	1. LssHsDgr	2.2	5.9	-1.4
Missouri	1. LssHsDgr	1.9	6.1	-2.3
Arkansas	1. LssHsDgr	1.7	7.1	-3.8
Iowa	1. LssHsDgr	1.7	10.5	-7.2
Utah	1. LssHsDgr	1.4	8.6	-5.7
Maryland	1. LssHsDgr	0.5	4.3	-3.2
Florida	1. LssHsDgr	0.0	1.9	-2.0
North Carolina	1. LssHsDgr	-0.2	2.4	-2.7
Virginia	1. LssHsDgr	-0.2	2.9	-3.4
Connecticut	1. LssHsDgr	-0.5	4.5	-5.4
South Carolina	1. LssHsDgr	-0.8	2.4	-4.1
Arizona	1. LssHsDgr	-1.1	2.1	-4.2
New Jersey	1. LssHsDgr	-1.8	1.0	-4.6
Montana	1. LssHsDgr	-2.0	15.1	-19.0
Nebraska	1. LssHsDgr	-2.3	7.4	-12.0
California	1. LssHsDgr	-2.5	-1.9	-3.1
Alabama	1. LssHsDgr	-3.9	-0.2	-7.6
New Hampshire	1. LssHsDgr	-4.0	10.3	-18.2
Massachusetts	1. LssHsDgr	-5.5	-1.6	-9.5
Illinois	1. LssHsDgr	-7.0	-4.8	-9.2
New York	1. LssHsDgr	-7.3	-6.0	-8.6
Idaho	1. LssHsDgr	-8.7	1.7	-19.1
Vermont	1. LssHsDgr	-9.8	9.3	-28.9
Hawaii	1. LssHsDgr	-9.9	-0.9	-18.8
Maine	1. LssHsDgr	-12.4	-0.8	-24.0
District of Columbia	1. LssHsDgr	-29.5	-14.4	-44.7
Alaska	1. LssHsDgr	-117.8	-88.8	-146.8

Main body here